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All Journal International Journal of Electrical and Computer Engineering Ahkam: Jurnal Ilmu Syariah Jurnal Pendidikan Vokasi Inersia : Jurnal Teknik Sipil dan Arsitektur BAHASANTODEA BALI MEDICAL JOURNAL (BMJ) TEKNIK Jurnal Presipitasi : Media Komunikasi dan Pengembangan Teknik Lingkungan JURNAL SAINS PERTANIAN EQUATOR Jurnal Pendidikan dan Pembelajaran Khatulistiwa (JPPK) Humanis : Jurnal Pengabdian Kepada Masyarakat SUPREMASI: Jurnal Pemikiran, Penelitian Ilmu-Ilmu Sosial, Hukum dan Pengajarannya Jurnal Sains dan Teknologi Warta Rimba BAHASA DAN SASTRA Pattingalloang : Jurnal Pemikiran Pendidikan dan Penelitian Kesejarahan Jurnal Rekavasi Jurnal Ilmu dan Industri Peternakan Jurnal Online Mahasiswa (JOM) Bidang Ilmu Sosial dan Ilmu Politik Prosiding SNATIF Jurnal Ilmu Teknik Rekayasa Mesin SITEKIN: Jurnal Sains, Teknologi dan Industri Inspiratif Pendidikan Journal of Degraded and Mining Lands Management Jurnal Ruas (Review of Urbanism and Architectural Studies) AGRIVITA, Journal of Agricultural Science Islam Futura Indonesian Journal of Pharmaceutical Science and Technology Indonesian Journal of Tropical and Infectious Disease Proceeding Seminar LPPM UMP Tahun 2014 Jurnal Zeolit Indonesia El-Mashlahah Jurnal Teknik Sipil Jurnal Politik Profetik JURISDICTIE Jurnal Hukum dan Syariah Religious: Jurnal Studi Agama-Agama dan Lintas Budaya Science and Technology Indonesia AL QUDS : Jurnal Studi Alquran dan Hadis QALAMUNA: Jurnal Pendidikan, Sosial, dan Agama Health Notions AL-IDARAH: JURNAL KEPENDIDIKAN ISLAM Jurnal Sains Teknologi dan Lingkungan (JSTL) Tadbir : Jurnal Studi Manajemen Pendidikan Jurnal Teknik Industri : Jurnal Hasil Penelitian dan Karya Ilmiah dalam Bidang Teknik Industri JKTP: Jurnal Kajian Teknologi Pendidikan SAMARAH: Jurnal Hukum Keluarga dan Hukum Islam Indonesian Mining Journal Jurnal At-Tibyan: Jurnal Ilmu Alqur’an dan Tafsir Pendas : Jurnah Ilmiah Pendidikan Dasar Journal EVALUASI SIKLUS: Jurnal Teknik Sipil Jurnal Agrotek Tropika Chemistry Indonesian Journal of Chemical Research Media Akuakultur TAZKIR: Jurnal Penelitian Ilmu-ilmu Sosial dan Keislaman Martabe : Jurnal Pengabdian Kepada Masyarakat JURNAL PengaMAS Jurnal Kolaboratif Sains NUANSA Tribakti: jurnal pemikiran keIslaman Journal of Communication Sciences (JCoS) At-Tafkir Jurnal Basicedu Journal of Education Technology Jurnal Nasional Pendidikan Teknik Informatika (JANAPATI) NISBAH: JURNAL PERBANKAN SYARIAH EQIEN - JURNAL EKONOMI DAN BISNIS Jurnal Pengabdian Magister Pendidikan IPA Manuju : Malahayati Nursing Journal Jurnal At-Tarbiyat (Jurnal Pendidikan Islam) JURTEKSI Jurdimas (Jurnal Pengabdian Kepada Masyarakat) Royal JOURNAL OF SCIENCE AND SOCIAL RESEARCH Majalah Ilmiah Pengkajian Industri Ensiklopedia of Journal Unes Law Review Voices of English Language Education Society SKETSA : Jurnal Ilmu-Ilmu Sosial Jurnal TAMBORA Metalurgi Pusaka : Jurnal Khazanah Keagamaan Madinah: Jurnal Studi Islam JIKAP PGSD: Jurnal Ilmiah Ilmu Kependidikan Jurnal Review Pendidikan dan Pengajaran (JRPP) Jurnal Gema Ngabdi Technologia: Jurnal Ilmiah Al-Khidmat : Jurnal Ilmiah Pengabdian Kepada Masyarakat AVICENNA J-Kesmas: Jurnal Kesehatan Masyarakat (Indonesian Journal of Public Health) Jurnal Agroplasma Jurnal Tekno Dinasti International Journal of Education Management and Social Science Babul Ilmi Jurnal Ilmiah Multi Science Kesehatan Indonesia Accounting Journal Al-Bukhari: Jurnal Ilmu Hadis Jurnal Vokasi Al-Misbah : Jurnal Islamic Studies Grouper: Jurnal Ilmiah Perikanan Jurnal Ilmiah Profesi Pendidikan Scientific Journal of Mechanical Engineering Kinematika Jurnal Ilmiah Al-Mu'ashirah: Media Kajian Al-Qur'an dan Al-Hadits Multi Perspektif jurnal Teknik Industri - Unisi JPKMI (Jurnal Pengabdian Kepada Masyarakat Indonesia) Jurnal Sains Komputer dan Teknologi Informasi Agroekotek View Al Huquq : Journal of Indonesian Islamic Economic Law Ihtiyath : Jurnal Manajemen Keuangan Syariah Journal of Classroom Action Research Community Development Journal: Jurnal Pengabdian Masyarakat Edunesia : jurnal Ilmiah Pendidikan Jurnal Perangkat Lunak Liwaul Dakwah: Jurnal Kajian Dakwah dan Masyarakat Islam Jurnal Sakinah : Journal of Islamic and Social Studies Al-Qadha: Jurnal Hukum Islam dan Perundang-Undangan Mitra PGMI: Jurnal Kependidikan MI Scientia: Jurnal Hasil Penelitian SELODANG MAYANG Darul Ilmi: Jurnal Ilmu Kependidikan dan Keislaman Jurnal Al-Irsyad: Jurnal Bimbingan Konseling Islam TADBIR: Jurnal Manajemen Dakwah FDIK IAIN Padangsidimpuan Jurnal Pengabdian kepada Masyarakat Nusantara Riwayah : Jurnal Studi Hadis Jurnal Pengabdian Masyarakat Asia Ainara Journal (Jurnal Penelitian dan PKM Bidang Ilmu Pendidikan) Al-Adyan: Journal of Religious Studies Awwaliyah Jurnal Riset Teknologi Pencegahan Pencemaran Industri Jurnal Poster Pirata Syandana El-kahfi : Journal of Islamic economics El-Hekam : Jurnal Studi Keislaman AL-AF'IDAH: Jurnal Pendidikan Bahasa Arab dan Pengajarannya Jurnal Kependidikan: Jurnal Hasil Penelitian dan Kajian Kepustakaan di Bidang Pendidikan, Pengajaran dan Pembelajaran International Journal of Social Learning (IJSL) Abdimas: Papua Journal Of Community Service Syntax: Journal of Software Engineering, Computer Science and Information Technology Jutsi: Jurnal Teknologi dan Sistem Informasi Ruwa Jurai: Jurnal Kesehatan Lingkungan LEARNING : Jurnal Inovasi Penelitian Pendidikan dan Pembelajaran EDUTECH : Jurnal Inovasi Pendidikan Berbantuan Teknologi Jurnal Rekayasa, Teknologi, dan Sains PAMALI: Pattimura Magister Law Review Jurnal Pengabdian Masyarakat (ABDIRA) Instal : Jurnal Komputer Al-Mutsla: Jurnal Ilmu-Ilmu Keislaman dan Kemasyarakatan Pancasakti Journal Of Public Health Science And Research International Journal of Social Service and Research Jurnal Teknisi Action Research Literate (ARL) Tarjih Tropical Livestock Journal Andalasian International Journal of Applied Science, Engineering, and Technology J-Com (Journal of Computer) Unram Journal of Community Service (UJCS) Jurnal Manajemen Dan Bisnis Brilliance: Research of Artificial Intelligence Collegium Studiosum Journal Ius Poenale Jurnal Ilmu Akuntansi dan Bisnis Syariah (AKSY) ALMUJTAMAE: Jurnal Pengabdian Masyarakat Jurnal Minfo Polgan (JMP) Jurnal Pendidikan dan Pembelajaran Sekolah Dasar (JPPSD) INVENTION: Journal Research and Education Studies JIPMukjt:Jurnal Ilmu Pendidikan Muhammadiyah Kramat Djati Bussman Journal : Indonesian Journal of Business and Management Journal of Electrical Vocational Teacher Education Indonesian Journal of Information Technology and Computing (IMAGING) Edu Society: Jurnal Pendidikan, Ilmu Sosial dan Pengabdian Kepada Masyarakat Jurnal Agricultural Biosystem Engineering Jurnal Komputer Teknologi Informasi Sistem Komputer (JUKTISI) Jurnal Masyarakat Indonesia Global Journal Basic Education Jurnal Informatika dan Teknologi Informasi JEELS (Journal of English Education and Linguistics Studies) Lensa Ilmiah: Jurnal Manajemen dan Sumberdaya EKONOMIKA SYARIAH : Journal of Economic Studies Jurnal Basicedu Trunojoyo Law Review Jurnal Hasil Pengabdian Masyarakat (JURIBMAS) Dirasatul Ibtidaiyah INDONESIAN JOURNAL OF URBAN AND ENVIRONMENTAL TECHNOLOGY Jurnal Karya Abdi Masyarakat INOVASI: Jurnal Hasil Pengabdian Masyarakat Limbago: Journal of Constitutional Law Muslim Business and Economic Review Jurnal Pemberdayaan Sosial dan Teknologi Masyarakat Yurisprudentia: Jurnal Hukum Ekonomi ANTHOR: Education and Learning Journal Jurnal Pepadu Journal of Artificial Intelligence and Digital Business Jurnal Teknologi Pendidikan All Fields of Science Journal Liaison Academia and Sosiety Ar-Raihanah: Jurnal Pendidikan Islam Anak Usia Dini Jurnal Al-Kifayah: Ilmu Tarbiyah dan Keguruan Indonesian Research Journal on Education Journal of Education and Culture AL HUKMU: Journal of Islamic Law and Economics QANUN: Journal of Islamic Laws and Studies JURNAL PENDIDIKAN DAN KEGURUAN Jurnal Higiene Sanitasi Aqwal: Journal of Quran and Hadies Studies Madani: Multidisciplinary Scientific Journal Jurnal Pendidikan dan Pengabdian Masyarakat JISIP UNJA (Jurnal Ilmu Sosial Ilmu Politik Universitas Jambi) Journal Microbiology Science Finger : Jurnal Ilmiah Teknologi Pendidikan Jurnal Inovasi Pendidikan dan Teknologi Informasi (JIPTI) TAJDID: Jurnal Ilmu Ushuluddin Jurnal Pengabdian Harapan Bangsa Mu'amalah : Jurnal Hukum Ekonomi Syariah Majalah Cendekia Mengabdi TOFEDU: The Future of Education Journal Pengabdian Jurnal Abdimas CARE: Jurnal Pengabdian Multi Disiplin Journal of Insan Mulia Education Baitul Hikmah: Jurnal Ilmiah Keislaman RJOCS (Riau Journal of Computer Science) International Journal of Elementary School Teacher (IJEST) Jurnal Pendidikan Kimia Unkhair (JPKU) Journal of Islamic Education El Madani IJLHE: International Journal of Language, Humanities, and Education ARKANA: Jurnal Komunikasi dan Media Journal Education and Government Wiyata Ta'dib JURNAL ILMIAH GEMA PERENCANA West Science Social and Humanities Studies NALAR: Journal Of Law and Sharia SEWAGATI: Jurnal Pengabdian Kepada Masyarakat Jurnal Pengabdian Masyarakat JURUTERA (Jurnal Umum Teknik Terapan) Jurnal Teknologi Pendidikan Jurnal Komprehenshif Khidmat : Jurnal Pendidikan dan Ilmu Sosial JINNSA : Jurnal Interdisipliner Sosiologi Agama Darma Diksani: Jurnal Pengabdian Ilmu Pendidikan, Sosial, dan Humaniora Kanun: Jurnal Ilmu Hukum Al-Bahjah Journal of Islamic Education Management ASNAF ISTIFHAM Jurnal Masyarakat Berdikari dan Berkarya (MARDIKA) Jurnal Teknik Sipil Konstruksi Sosial: Jurnal Penelitian Ilmu Sosial Jurnal Svasta Harena Rafflesia Studi Multidisipliner: Jurnal Kajian Keislaman FATHIR: Jurnal Studi Islam Jurnal Sains Sistem Informasi Jurnal Polimesin Journal of Transcendental Law Qomaruna Journal of English Education Forum (JEEF) Journal of Excellence Humanities and Religiosity Journal of Islamic Law El Madani Liwaul Dakwah: Jurnal Kajian Dakwah dan Masyarakat Islam Tribakti: Jurnal Pemikiran Keislaman Journal of Economic Resilience and Sustainable Development Prosiding Dedikasi: Pengabdian Mahasiswa Kepada Masyarakat Alamtana Jurnal Edukasi Saintifik Fundamental : Jurnal Ilmiah Hukum Moderation: Journal of Islamic Studies Review Joong-Ki ANTHOR: Education and Learning Journal Jurnal Penelitian, Pengabdian dan Pemberdayaan Masyarakat Al-Hashif: Jurnal Pendidikan dan Pendidikan Islam Signal and Image Processing Letters V-Machine: Vocational and Mechanical Community Service Journal (Jurnal Pengabdian Masyarakat) Jurnal At-Tadbir: Media Hukum dan Pendidikan Jurnal Teras Pengabdian Masyarakat Tintamas: Jurnal Pengabdian Indonesia Emas Hadara : Journal of Da'wah and Islamic Civilization Al-Umm: Jurnal Pengabdian dan Pengembangan Masyarakat Edulaw : Journal of Islamic Law and Yurisprudance Jurnal Logitech : Logika Technology Lestari: Jurnal Pengabdian Kepada Masyarakat Seuraya Jurnal Pengabdian Kepada Masyarakat Proceedings of The International Conference on Computer Science, Engineering, Social Sciences, and Multidisciplinary Studies Khidmatan AMUYA: 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PENGELOLAAN PERPUSTAKAAN DIPODRONO UNTUK MENINGKATKAN LITERASI SISWA DI MADRASAH TSANAWIYAH DIPODRONO Fauzia, Farida Sifak; Amin, Muhammad; Aula, Fikarimatil; Aniqoh, Aniqoh
khidmatan Vol 5 No 2 (2025): Khidmatan
Publisher : Institut Agama Islam Syubbanul Wathon Magelang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.61136/4xvfk975

Abstract

School library management plays a central role in enhancing student literacy at the Madrasah Tsanawiyah (MTs) level. This community service program aims to optimize the Dipodrono Library as a learning resource center through the Asset-Based Community Development (ABCD) approach. Unlike conventional assistance, this program focuses on mobilizing internal assets, including the competence of administrative staff, student creativity as literacy mobilizers, and unorganized donated book collections. The program followed the 5D cycle: Discovery, Dream, Define, Design, and Destiny. The results show that systematic library management—including collection classification, aesthetic revitalization of the reading area, and the activation of borrow-and-read programs—successfully increased the average daily student visits by 60%. Synergy in leveraging madrasah assets has proven effective in transforming the library from a mere book storage room into an active and sustainable literacy ecosystem.
ANALISIS PENERAPAN BLUE OCEAN STRATEGY BAGI INDUSTRI KERAJINAN DI KOTA TANJUNG REDEB: ANALISIS PENERAPAN BLUE OCEAN STRATEGY BAGI INDUSTRI KERAJINAN DI KOTA TANJUNG REDEB Amin, Muhammad
ECO-BUILD Economy Bring Ultimate Information All About Development Journal
Publisher : Prodi Ekonomi Pembangunan, Universitas Muhammadiyah Berau

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35915/ej.v7i1.812

Abstract

This research is to find out and analyze the Blue Oceans Strategy approach to improve strategy development for the Small and Medium Enterprises of Shell Crafts. The data processing and analysis method used is through a postpositivism research approach, namely qualitative research. Qualitative analysis consists of the eliminate-reduce-increase-create scheme, strategy canvas and blue ocean index at IKM Seashell Crafts in Tanjung Redeb. Meanwhile, the quantitative analysis used consisted of the Cochran test, performance appraisal test, and factor analysis. The results of the study show that a comparative analysis in the application of red ocean strategy and blue ocean strategy is seen using the eliminate-reduce-increase-create scheme, strategy canvas and blue ocean index.
Classification of Obesity Using The Naïve Bayes Method and K-Nearest Neighbor Ari, Ilham Asy; Amin, Muhammad; Saputra, Andi; Irianto, Irianto; Manurung, Nuriadi
JURNAL TEKNISI Vol 6, No 1 (2026): February 2026
Publisher : Smart Education

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54314/teknisi.v6i1.5529

Abstract

Abstract: Obesity is a major health problem that significantly impacts quality of life and can trigger various chronic diseases. Early detection of obesity levels is crucial for public health management, but traditional methods such as BMI often have limitations. Solution: This study proposes a data mining-based approach using feature engineering techniques to improve the accuracy of obesity classification. The purpose of this study is to classify obesity levels and compare the performance of Naïve Bayes and K-Nearest Neighbor (KNN) methods. This research method includes preprocessing stages, feature extraction using Principal Component Analysis (PCA) and Linear Discriminant Analysis (LDA), feature selection using CFS and Chi-Square, classification with Naïve Bayes and KNN, and model evaluation using accuracy and confusion matrix on 2,111 data sets from Kaggle. The results of this study show that on the original data without LDA, KNN achieves a higher accuracy (88.41%) than Naïve Bayes (63.82%). However, after using LDA, the accuracy of Naïve Bayes increased sharply to 93.61%, surpassing KNN's 92.19%. The study concluded that KNN was more effective on raw data, while Naïve Bayes was more optimal when combined with LDA-based dimensionality reduction. Keyword:  classification_ naïve_bayes; data mining; k-nearest neighbor; obesity; LDA; PCA.  Abstract: Obesitas merupakan salah satu masalah kesehatan utama yang berdampak signifikan pada kualitas hidup dan dapat memicu berbagai penyakit kronis. Deteksi dini tingkat obesitas sangat krusial untuk manajemen kesehatan masyarakat, namun metode tradisional seperti BMI seringkali memiliki keterbatasan. Solusi: Penelitian ini mengusulkan pendekatan berbasis penambangan data (data mining) menggunakan teknik rekayasa fitur untuk meningkatkan akurasi klasifikasi tingkat obesitas. Tujuan penelitian ini adalah untuk mengklasifikasikan tingkat obesitas dan membandingkan kinerja metode Naïve Bayes dan K-Nearest Neighbor (KNN). Metode penelitian ini mencakup tahap prapemrosesan, ekstraksi fitur menggunakan Principal Component Analysis (PCA) dan Linear Discriminant Analysis (LDA), seleksi fitur menggunakan CFS dan Chi-Square, klasifikasi dengan Naïve Bayes dan KNN, serta evaluasi model menggunakan accuracy dan confusion matrix pada 2.111 data dari Kaggle. Hasil penelitian ini menunjukkan bahwa pada data asli tanpa LDA, KNN mencapai akurasi lebih tinggi (88,41%) dibandingkan Naïve Bayes (63,82%). Namun, setelah penggunaan LDA, akurasi Naïve Bayes meningkat tajam menjadi 93,61%, melampaui KNN yang mencapai 92,19%. Kesimpulan dari penelitian ini adalah KNN lebih efektif pada data mentah, sedangkan Naïve Bayes menjadi lebih optimal ketika dikombinasikan dengan reduksi dimensi berbasis LDA. Keywords: klasifikasi naïve bayes; k-nearest neighbor; obesitas; PCA; penambangan data; LDA
A Tabu Search Approach for Capacitated Vehicle Routing with Pickup and Delivery in Motorcycle-Based Urban Logistics under Traffic and Weather Constraints Rizani, Fitri; Ananda Faridhatul Ulva; Muslem, Imam; Amin, Muhammad
Bahasa Indonesia Vol 17 No 10 (2025): Instal : Jurnal Komputer
Publisher : Cattleya Darmaya Fortuna

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54209/jurnalinstall.v17i10.449

Abstract

Motorcycle-based couriers play an essential role in urban logistics due to their flexibility and efficiency in congested environments. However, limited vehicle capacity combined with simultaneous delivery and pickup activities makes route planning a complex optimization problem. This study addresses the Capacitated Vehicle Routing Problem with Pickup and Delivery (CVRPPD) for motorcycle couriers by incorporating traffic congestion and weather conditions into the travel cost model. A Tabu Search metaheuristic is proposed to optimize routing decisions while simultaneously determining the optimal number of vehicles under a dynamic load constraint. The objective function is formulated using a lexicographic approach, prioritizing the minimization of the number of vehicles followed by the minimization of total travel cost, which is influenced by distance, traffic level, and weather condition. Computational experiments were conducted on a dataset consisting of one depot and 50 customers, with a maximum vehicle capacity of 30 kg. The simulation results demonstrate that the proposed approach consistently identifies an optimal solution using five motorcycles, which corresponds to the theoretical lower bound derived from total pickup demand. All customers are served exactly once without violating capacity constraints, and the maximum vehicle load reaches the allowable limit of 30 kg. The total travel cost obtained is 1316.262, indicating efficient route construction under dynamic environmental conditions. These results confirm that Tabu Search is an effective and robust approach for solving CVRPPD in motorcycle-based urban logistics, particularly when realistic operational factors such as traffic congestion and weather variability are considered.
Edukasi Terintegrasi Local SEO Dan Data Cloud Untuk Penguatan UMKM Bubut Kayu Karya Rasyid, Hainur; Amin, Muhammad; Junaidi, Junaidi
Jurdimas (Jurnal Pengabdian Kepada Masyarakat) Royal Vol. 9 No. 1 (2026): Januari 2026
Publisher : STMIK Royal

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33330/jurdimas.v9i1.4450

Abstract

Abstract: Micro, Small, and Medium Enterprises (MSMEs) play a strategic role in local economic development; however, the utilization of digital technology among MSMEs is often limited to basic promotion and is rarely supported by structured data management. This community service program is a continuation of previous assistance and aims to strengthen the capacity of UMKM Bubut Kayu Karya in Kisaran Timur through education on Local SEO strategies and cloud-based customer data management. The program employed a participatory education and training approach, including Google Business Profile optimization, customer data recording and analysis using Google Sheets, and basic digital security awareness. The results indicate improvements in the partner’s understanding and skills in managing location-based business visibility, utilizing customer data for marketing decision-making, and protecting digital business assets. This community service offers an innovative contribution in the form of a low-cost, context-based, and continuation-oriented empowerment model that integrates location-based digital marketing and simple data utilization. The proposed model is recommended to be replicated for MSMEs with similar characteristics to support gradual and sustainable digital transformation. Keywords: local SEO; customer data management; cloud-based systems; digital literacy; MSMEs Abstrak: Usaha Mikro, Kecil, dan Menengah (UMKM) memiliki peran strategis dalam pengembangan ekonomi lokal, namun pemanfaatan teknologi digital oleh UMKM masih cenderung terbatas pada promosi sederhana dan belum didukung oleh pengelolaan data yang terstruktur. Kegiatan pengabdian kepada masyarakat ini merupakan kelanjutan dari program pendampingan sebelumnya dan bertujuan untuk memperkuat kapasitas UMKM Bubut Kayu Karya di Kisaran Timur melalui edukasi strategi Local SEO dan pengelolaan data pelanggan berbasis cloud. Metode yang digunakan adalah pendidikan masyarakat dan pelatihan dengan pendekatan edukatif-partisipatif, meliputi optimalisasi Google Business Profile, pencatatan dan analisis data pelanggan menggunakan Google Sheets, serta peningkatan kesadaran keamanan digital dasar. Hasil kegiatan menunjukkan adanya peningkatan pemahaman dan keterampilan mitra dalam mengelola visibilitas usaha berbasis lokasi, memanfaatkan data pelanggan sebagai dasar pengambilan keputusan pemasaran, serta melindungi aset digital usaha. Keunikan kegiatan pengabdian ini terletak pada pendekatan lanjutan yang berbiaya rendah, kontekstual, dan berorientasi keberlanjutan dengan mengintegrasikan strategi pemasaran berbasis lokasi dan literasi data sederhana. Model pengabdian ini direkomendasikan untuk direplikasi pada UMKM dengan karakteristik serupa sebagai upaya penguatan daya saing usaha berbasis literasi digital. Kata kunci: local SEO; pengelolaan data pelanggan; cloud computing; literasi digital; UMKM
ANALISIS PENANGANAN DATA TIDAK SEIMBANG TERHADAP KINERJA KLASIFIKASI SENTIMEN MULTIKELAS PADA ULASAN MARKETPLACE TOKOPEDIA Alfarizi, Nauval; Sinurat, Satria; Putra, Adi; Amin, Muhammad; Lydia, Prima
JOURNAL OF SCIENCE AND SOCIAL RESEARCH Vol 9, No 1 (2026): February 2026
Publisher : Smart Education

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54314/jssr.v9i1.5804

Abstract

Abstract: The development of digital marketplaces has led to an increasing number of user reviews, which can be used to understand consumer perceptions of products and services. However, sentiment analysis in marketplace reviews faces a major challenge: class imbalance, where positive sentiment often dominates to an extreme. This study aims to analyze the effects of various imbalanced data-handling techniques on the performance of machine-learning-based multiclass sentiment classification in Tokopedia marketplace reviews. The dataset used consists of 56,981 reviews with three sentiment classes, with more than 97% of them being positive. Feature extraction was performed using the TF-IDF method, resulting in 17,765 features. The handling of data imbalance was tested through four scenarios: class weighting, Random Oversampling, SMOTE, and ADASYN, with the Naive Bayes, Logistic Regression, and Random Forest algorithms. The experimental results show that Random Forest with SMOTE achieves the highest accuracy of 0.9749 but has limitations in recognizing minority classes, with a recall of 0.3786. In contrast, Logistic Regression with Random Oversampling provides the most balanced performance with the highest F1-score (macro) value of 0.4992 and recall of 0.5866. Keywords: Analysis, Sentiment, Imbalanced Data, Multi-Class Classification F1-Score Abstrak: Perkembangan marketplace digital menyebabkan meningkatnya jumlah ulasan pengguna yang dapat dimanfaatkan untuk memahami persepsi konsumen terhadap produk dan layanan. Namun, analisis sentimen pada ulasan marketplace menghadapi tantangan utama berupa ketidakseimbangan distribusi kelas, di mana sentimen positif sering kali mendominasi secara ekstrem. Penelitian ini bertujuan untuk menganalisis pengaruh berbagai teknik penanganan data tidak seimbang terhadap kinerja klasifikasi sentimen multikelas pada ulasan marketplace Tokopedia berbasis machine learning. Dataset yang digunakan terdiri dari 56.981 ulasan dengan tiga kelas sentiment, di mana proporsi sentimen positif mencapai lebih dari 97%. Ekstraksi fitur dilakukan menggunakan metode TF-IDF yang menghasilkan 17.765 fitur. Penanganan ketidakseimbangan data diuji melalui empat skenario, yaitu class weighting, Random Oversampling, SMOTE, dan ADASYN, dengan algoritma Naive Bayes, Logistic Regression, dan Random Forest. Hasil eksperimen menunjukkan bahwa Random Forest dengan SMOTE menghasilkan akurasi tertinggi sebesar 0,9749, namun memiliki keterbatasan dalam mengenali kelas minoritas dengan nilai recall 0,3786. Sebaliknya, Logistic Regression dengan Random Oversampling memberikan performa paling seimbang dengan nilai F1-score (macro) tertinggi sebesar 0,4992 dan recall 0,5866. Kata kunci: Analisis, Sentimen, Data Tidak Seimbang, Klasifikasi Multi Kelas F1-Score
HUBUNGAN MOTIVASI RELIGIUS DENGAN PENINGKATAN PRESTASI BELAJAR PESERTA DIDIK Amin, Muhammad
Inspiratif Pendidikan Vol 9 No 1 (2020): JUNE
Publisher : Universitas Islam Negeri Alauddin Makassar

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24252/ip.v9i1.13752

Abstract

One of the main benchmarks for perceiving the triumph of learning of student is by beholding the extent to which learning achievements are attained. Learning achievement is the degree to which student’s knowledge of the given material is received.This study focuses on the extent to which religious motivation of the students relates to their learning achievements. Data were obtained by using a questionnaire. The subjects of this study were 116 students of Madrasah Aliyah Negeri 1 Makassar. The data were analyze with descriptive correlational analysis.The result of this study indicates a significant relationship between religious motivation and student achievements. There is 0,233 of correlation coefficient with a significance of 0,001. Hypothesis was tested by comparing the significance level (p-value)with matrix that if the significance is 0,05 then Ho is accepted, if significance <0,05, then Ho is rejected and Ha is accepted. In this case, it could be seen that there is 0,233 of the correlation coefficient with 0,001 if significance. Owing to that significance which is <0.05  then Ho is rejected and Ha is accepted.        
Strategy for Improving the Welfare of ASN PPPK Ministry of Religion during Retirement Amin, Muhammad; Karbila, Ibnu Hasan; Nopilia, Leni
AMUYA: JOURNAL OF MANAGEMENT Vol 1 No 1 (2025): AMUYA: Indonesian Journal of Management Reviews
Publisher : POKJANAS PERENCANA KEMENTERIAN AGAMA RI

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.61860/amuya.v1i1.3

Abstract

This article examines that welfare and placement of retired Government Employees with Work Agreements (PPPK) at the Ministry of Religion. With the enactment of Law Number 20 of 2023, which regulates the rights of ASN, including PPPK, this study aims to evaluate the welfare conditions of PPPK retirees as well as the challenges and opportunities in their placement. The research method used is a case study and documentation analysis. The results of the study indicate that although PPPK are entitled to pension insurance, there are still several obstacles in its implementation, such as a lack of access to health services and training programs. The recommendations from this study are the need to increase pension benefits, provide comprehensive health insurance, and develop training programs to improve the welfare of retired PPPK.
Sugar Palm Metabolism and Tolerance to Climate Change: A Little-Known Study of Physiology, Anatomy, and Biochemistry Wisnubroto, Muhammad Parikesit; Cahyo, Andi Nur; Phuoc, Le Huu; Amin, Muhammad; Ernawati, Ernawati
AGRIVITA Journal of Agricultural Science Vol 48, No 1 (2026)
Publisher : Faculty of Agriculture University of Brawijaya in collaboration with PERAGI

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.17503/agrivita.v48i1.4957

Abstract

Climate change is related to changes of climate patterns that impact unpredictable weather phenomena. These phenomena can include extreme heat, extremely low temperatures, drought, or extremely high rainfall. With high adaptability, sugar palm (Arenga pinnata Merr.) can be one of the conservative plants that have a vital role in mitigating global climate change. Sugar palms have a high ability of carbon dioxide (CO2) sequestration and store it in the form of biomass. The results of the review show that palm trees have an inherent tolerance mechanism, for example under dry conditions, sugar palm produces lignin to strengthen cell walls and increase antioxidant in the form of osmoprotectants. However, the lack of empirical data and detailed studies hinders a deeper understanding of the limits of this tolerance. This article highlights significant research gaps and recommends future studies to investigate in more detail gene-environment interactions, genetic adaptation potential, and the role of specific metabolites in sugar palm. Overall, sugar palm has a fairly high carbon absorption capacity of > 85 t/ha/year. Therefore, this article is expected to not only fill the knowledge gap but also serve as a foundation for conservation efforts and the sustainable use of sugar palm in facing global climate.
Penerapan Teorema Bayes pada Sistem Pakar untuk Diagnosis Infeksi Human Metapneumovirus (HMPV) Khairunnisa, Khairunnisa; Tambunan, Maha Valne Datin Mahfujah; Rambe, Siska Mayasari; Simanullang, Rahma Yuni; Syahri, Rahma; Utari, Utari; Wanny, Puspita; Amin, Muhammad
RIGGS: Journal of Artificial Intelligence and Digital Business Vol. 4 No. 4 (2026): November - January
Publisher : Prodi Bisnis Digital Universitas Pahlawan Tuanku Tambusai

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31004/riggs.v4i4.5519

Abstract

Human Metapneumovirus (HMPV) adalah virus pernapasan yang dapat menimbulkan infeksi pada saluran pernapasan atas maupun bawah, khususnya pada kelompok yang memiliki risiko tinggi seperti anak-anak, lansia, serta individu dengan sistem kekebalan tubuh yang lemah. Secara klinis, infeksi HMPV menunjukkan gejala yang serupa dengan penyakit pernapasan lain, seperti influenza dan Respiratory Syncytial Virus (RSV), sehingga sering menimbulkan kesulitan dalam proses diagnosis pada tahap awal. Permasalahan ini semakin diperburuk oleh keterbatasan fasilitas pemeriksaan laboratorium khusus, misalnya RT-PCR, yang belum tersedia secara merata, terutama di daerah dengan keterbatasan sumber daya kesehatan. Penelitian ini bertujuan untuk merancang dan mengimplementasikan sistem pakar berbasis Teorema Bayes sebagai alat bantu dalam melakukan diagnosis dini infeksi HMPV berdasarkan gejala klinis yang dialami pasien. Pendekatan probabilistik melalui Teorema Bayes diterapkan untuk mengelola ketidakpastian data dengan menghitung tingkat kemungkinan terjadinya infeksi berdasarkan pembobotan gejala yang ditetapkan oleh pakar serta input yang diberikan oleh pengguna. Metode penelitian yang digunakan meliputi analisis permasalahan, pengumpulan data melalui studi literatur dan konsultasi pakar, serta pengembangan sistem pakar dengan mengintegrasikan Teorema Bayes. Sistem yang dikembangkan menganalisis dua belas gejala utama yang berkaitan dengan infeksi HMPV. Hasil pengujian menunjukkan bahwa sistem menghasilkan nilai probabilitas infeksi HMPV sebesar 80% yang termasuk dalam kategori hampir pasti. Temuan ini membuktikan bahwa penerapan Teorema Bayes dalam sistem pakar dapat berperan secara efektif dalam mendukung diagnosis dini infeksi HMPV, meningkatkan akurasi pengambilan keputusan medis, serta membantu tenaga kesehatan dalam memberikan penanganan awal yang lebih cepat dan tepat.
Co-Authors -, Iswidodo -, merlin . Darniati ., Yusnilasari A. Abdullah, Nasruddin A. Zarkasi Abda Abda Abdul Kadir Abdul Muin Sibuea Abdul Razzaq Abdul Syukur Abdul Wahid Abdul Walid Abdullah, Mu'in abita, chairini Achmad Isya Alfassa Achmad Syarifudin, Achmad Adi Chandra, Herry Adi Putra Adib, Khairul Adil Jamali, Adil Adimas Saputra, Reka Adipradana, Arrizka Yanuar Adiyati, Noor Adlani Hasrun, Muh. Nazri Adnan Adnan Adnan Adnan, Indra Muchlis Adriana Monica Sahidu Adwijaya, Aditia Adyatma, Sandy Afandi, Adi Mas Afriza Agina, Meri Agung Wibowo, Dwi Agus Junaidi Agus, A. Aco Agus, Aulia Agus, Rahmadi Agusni Yahya Agussalam Agustian Agustian Agustini, Meti Ahmad Ahmad Ahmad Ahmad Badruddin Ahmad Junaidi Ahmad Mashadi Ahmad Mukri Aji Ahmad Nizar Rangkuti Ahmad Ridho Ahmad Sidik Ahmad, Thearizky Ahmed, Tanjeel Aini, Muhammad Noor Aini, Saripah Ainun Wulandari Aisah, Mutiara Nur Aisya, Azzah Rihadatul Akbar, Gamal Akhmad Syarief Akhyar Akhyar Akmal Ridwan Akmaliyah Akmaliyah Al Gifari, Zaid Al Muttaqii, Muhammad Al Panzil, Mutiara Fadilah Al Qadri, Danang Alauf, Andra Aldika, Iqbal Alfarizi, Nauval Alfian Ma’arif Alfian, Ali Alfiqar, M. Rangga Sahid Alhajj, Irfan Qowwiyul Aziz Ali Parkhan Alimuddin, Hardianti Alkhair, Alkhair Almeina Loebis, Iin Almira Amir Alon, Frances amalia pratiwi, eva Amalia Wahyuningsih, Lisda Amanda, Dwika Melani Amanda, Jihan Fhara Amelia, Ayu Amin, Nahdiah AMINULLAH Aminurrahman Aminuyati Amir Pada, Amir AMRAH Amrah Amrah, Amrah Amri Rahman Amrullah Amrullah Amrullah Ananda Faridhatul Ulva Anang Sedyohutomo Anas Alhifni Andani, Evi Andaru, Nibras Andhani, Aurel Ayu Andhika Putri, Nadya Andi Aco Agus, Andi Aco Andi Kamal Ahmad Andi Muadz Palerangi Andi Nur Cahyo Andi Saputra Andini, Riddo Andini, Tiara Andjani, Jessica Tamia Andre Rachmat Scabra ANDRIANSYAH Aningtyas, Vebri Aniqoh, Aniqoh Anis Kurlillah Annisa Saroya, Tengku Annisa, Dira Ayu Ansorullah Anti, Hardianti Dian Anwar, Ghoitsa Zahra Khoerul Anzaikhan, M. Apgrianto, Kurniawan Aprimal Aprimal, Aprimal Arafiq Arafiq, Arafiq Aramudin Aramudin Arfah, Hajriana Ari, Ilham Asy Arief Rachman Arif Jaya Arif, Zainal Arifin, Mohamad Zaenal Arifin, Muhammad Riski ARIFUDDIN Arifuddin Arifuddin Arifuddin, Muhammad Ariyanto Arifuddin, Muhammad Ariyanto Arifuddin Ariyana, Muto'ah Intan Armainingsih, Armainingsih Armyn Hasibuan Arridha Zikra Syah Arsi, Syofna Arsyadt, Arsyadt Artarini, Ni Putu Sita Aryanti, Fhebby Novit Asmaul Khusnah Asniati Bindas Asshidiq, Miftahul Huda Astina, Chahayu Asy’ari, Ilham Atjo, Syamsuryani Eka Putri Aula, Fikarimatil Aulya Putri, Febrina Awaluddin Muin, Awaluddin Awanda Sari, Windi Ayaz Ali Khan, Ayaz Ali Ayu Purnamasari Ayuningtia, Noventa Wijaya Azhari, Andi Sri Ayu Aziz Rahman HSB, Abdul Azizah Siregar, Nur Badawi, Afif Badruddin Baehaqi, B Bagus Dwi Hari Setyono Baharuddin Baharuddin Bahri bahri Baiti, Nanda Nurul Bambang Yulianto Bariyyah, Reyhana Khoirul Barus, Apriwati Basri, Ahmad Hasanul Batubara, Hakiki Annisa Batubara, Rajatua Batubara, Siti Fatimah Baturante, Nur Jannah Baturante, Nurjana Beko Hendro Bekti Wiji Lestari Berdikari, Rendi Amanda Bhismoadi Tri Wahyu Faizal Bintang Agustina Pratiwi Bintang Pratiwi, Bintang Bintang Y.M. 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